Benchmarking Training Paradigms, Dataset Composition, and Model Scaling for Child ASR in ESPnet

Anyu Ying, Natarajan Balaji Shankar, Chyi-Jiunn Lin +7

Despite advancements in ASR, child speech recognition remains challenging due to acoustic variability and limited annotated data. While fine-tuning adult ASR models on child speech…